read-only demo

Jobs job_2c070d4c3590

Job job_2c070d4c3590

done

index· priority 100· 10/10 done

100%

What it cost

wall clock
54m 21s
created → finished
on the runner
54m 20s
first claim → finished
queued for
1s
created → first claim
items
10
10 done

Items

Each video in this job, its state and its retry counter
# video state stage attempts took
0 Self-Training Agents: Hermes Agent, HF Traces, Skills, MCP & Finetuning — Merve Noyan, Hugging Face AI Engineer·0:19:10· OV56RddyFuU done frame_embed 100% 1/3 5m 41s
1 The Production AI Playbook: Deploying Agents at Enterprise Scale — Sandipan Bhaumik, Databricks AI Engineer·0:37:05· ObTPqBGsEbA done frame_embed 100% 1/3 6m 16s
2 The Friction is Your Judgment — Armin Ronacher & Cristina Poncela Cubeiro, Earendil AI Engineer·0:18:37· _Zcw_sVF6hU done frame_embed 100% 1/3 4m 32s
3 Gemma, DeepMind's Family of Open Models — Omar Sanseviero, Google DeepMind AI Engineer·0:15:26· _gVFUEdhCyI done frame_embed 100% 1/3 5m 13s
4 State of the Union: Why Local, Why Now — NVIDIA, Osmantic, Roboflow, EXO Labs, @matthew_berman AI Engineer·0:44:29· KB41dTlX1Uc done frame_embed 100% 1/3 9m 53s
5 Connecting the Dots with Context Graphs — Stephen Chin, Neo4j AI Engineer·0:17:38· eW_vxrjvERk done frame_embed 100% 1/3 3m 43s
6 MCP = Mega Context Problem - Matt Carey AI Engineer·0:22:41· YBYUvGOuotE done frame_embed 100% 1/3 4m 09s
7 Agents need more than a chat - Jacob Lauritzen, CTO Legora AI Engineer·0:14:21· XNtkiQJ49Ps done frame_embed 100% 1/3 4m 46s
8 From Writing Code to Designing Systems: How the Developer Role is Changing — Chris Noring, Microsoft AI Engineer·0:23:05· GdvKNwMcfd0 done frame_embed 100% 1/3 4m 33s
9 Your MCP Server is Bad (and you should feel bad) - Jeremiah Lowin, Prefect AI Engineer·0:54:32· 96G7FLab8xc done frame_embed 100% 1/3 5m 34s

Stage by stage — Your MCP Server is Bad (and you should feel bad) - Jeremiah Lowin, Prefect

The seven pipeline stages for the item this job is on
stage state started took
fetch done 2026-08-10 17:44 2m 13s
stt done 2026-08-10 17:47 1m 00s
chunk done 2026-08-10 17:48 0s
text_embed done 2026-08-10 19:53 1s
keyframe done 2026-08-10 17:48 1m 37s
ocr done 2026-08-10 17:49 22s
frame_embed done 2026-08-10 19:54 19s

This item's video page. Every other item's stages are on its own.

Event log

  1. 2026-08-10 17:50 info frame_embedmessage not published on this instance
  2. 2026-08-10 17:50 info ocrmessage not published on this instance
  3. 2026-08-10 17:49 info keyframemessage not published on this instance
  4. 2026-08-10 17:48 info text_embedmessage not published on this instance
  5. 2026-08-10 17:48 info sttmessage not published on this instance
  6. 2026-08-10 17:44 info fetchmessage not published on this instance
  7. 2026-08-10 17:44 info frame_embedmessage not published on this instance
  8. 2026-08-10 17:44 info ocrmessage not published on this instance
52 older event(s)
  1. 2026-08-10 17:44 info keyframemessage not published on this instance
  2. 2026-08-10 17:42 info text_embedmessage not published on this instance
  3. 2026-08-10 17:42 info sttmessage not published on this instance
  4. 2026-08-10 17:40 info fetchmessage not published on this instance
  5. 2026-08-10 17:40 info frame_embedmessage not published on this instance
  6. 2026-08-10 17:40 info ocrmessage not published on this instance
  7. 2026-08-10 17:39 info keyframemessage not published on this instance
  8. 2026-08-10 17:37 info text_embedmessage not published on this instance
  9. 2026-08-10 17:37 info sttmessage not published on this instance
  10. 2026-08-10 17:35 info fetchmessage not published on this instance
  11. 2026-08-10 17:35 info frame_embedmessage not published on this instance
  12. 2026-08-10 17:35 info ocrmessage not published on this instance
  13. 2026-08-10 17:35 info keyframemessage not published on this instance
  14. 2026-08-10 17:33 info text_embedmessage not published on this instance
  15. 2026-08-10 17:33 info sttmessage not published on this instance
  16. 2026-08-10 17:31 info fetchmessage not published on this instance
  17. 2026-08-10 17:31 info frame_embedmessage not published on this instance
  18. 2026-08-10 17:31 info ocrmessage not published on this instance
  19. 2026-08-10 17:30 info keyframemessage not published on this instance
  20. 2026-08-10 17:29 info text_embedmessage not published on this instance
  21. 2026-08-10 17:29 info sttmessage not published on this instance
  22. 2026-08-10 17:27 info fetchmessage not published on this instance
  23. 2026-08-10 17:27 info frame_embedmessage not published on this instance
  24. 2026-08-10 17:27 info ocrmessage not published on this instance
  25. 2026-08-10 17:27 info keyframemessage not published on this instance
  26. 2026-08-10 17:21 info text_embedmessage not published on this instance
  27. 2026-08-10 17:21 info sttmessage not published on this instance
  28. 2026-08-10 17:17 info fetchmessage not published on this instance
  29. 2026-08-10 17:17 info frame_embedmessage not published on this instance
  30. 2026-08-10 17:17 info ocrmessage not published on this instance
  31. 2026-08-10 17:17 info keyframemessage not published on this instance
  32. 2026-08-10 17:15 info text_embedmessage not published on this instance
  33. 2026-08-10 17:15 info sttmessage not published on this instance
  34. 2026-08-10 17:12 info fetchmessage not published on this instance
  35. 2026-08-10 17:12 info frame_embedmessage not published on this instance
  36. 2026-08-10 17:12 info ocrmessage not published on this instance
  37. 2026-08-10 17:11 info keyframemessage not published on this instance
  38. 2026-08-10 17:10 info text_embedmessage not published on this instance
  39. 2026-08-10 17:10 info sttmessage not published on this instance
  40. 2026-08-10 17:08 info fetchmessage not published on this instance
  41. 2026-08-10 17:07 info frame_embedmessage not published on this instance
  42. 2026-08-10 17:07 info ocrmessage not published on this instance
  43. 2026-08-10 17:07 info keyframemessage not published on this instance
  44. 2026-08-10 17:04 info text_embedmessage not published on this instance
  45. 2026-08-10 17:04 info sttmessage not published on this instance
  46. 2026-08-10 17:01 info fetchmessage not published on this instance
  47. 2026-08-10 17:01 info frame_embedmessage not published on this instance
  48. 2026-08-10 17:01 info ocrmessage not published on this instance
  49. 2026-08-10 17:00 info keyframemessage not published on this instance
  50. 2026-08-10 16:59 info text_embedmessage not published on this instance
  51. 2026-08-10 16:58 info sttmessage not published on this instance
  52. 2026-08-10 16:56 info fetchmessage not published on this instance

Newest first, 60 shown. Message text is not published on this instance.